Friday, February 17, 2017

usability - What is the ROI of UI or UX design?


I was trying to find out if there have been studies on how much a bad UI or UX design affects sales on websites? I couldn't really find anything in my searches.



Also, does anyone know about any studies on the ROI with proper UI or UX design?



Answer



This will help to know the power of ROI impact on UX and UI


Human factors Video explaining ROI for UX


UPA take on ROI with metrics


Top key points that i remember are :



  • UX issues are in the top ten reasons for project to fail

  • Good UX will reduce customer care calls

  • Early changes with UX design will take just 10 percent cost when compared to later stages.


  • Good UX will reduce training if its complex applications or in-house app

  • repeated customers increases the ROI

  • Overall UI is the product to customer

  • Good UX will increase the conversion rate.


etc ..


website design - Force a PDF download vs allowing the user to view in browser first


Every once in a while, I come across a business requirement asking me to force a PDF document to be downloaded from a website instead of opened in the user's browser. While I question this every time since it is forcing the user to do more work to read the content, it's a small tweak to the site to implement and thus usually does get implemented.


Looking around online, I cannot find anyone who has done any studies (quantitative or qualitative) with regards to if this practice should be done. Almost all content I found online focuses on the "same tab/different tab" debate.


While I know exceptions always exist, does anyone have any insight for if it's a good practice to force a user to download a PDF file instead of letting it open in their browser (or whatever default the user has)?



Answer




Taken from the NielsonNorman website:


It seems that if you have a PDF you want the user to see, make it downloadable - Don't make them view it in the brower, especially if it's a large size.



Forcing users to browse PDF files makes usability approximately 300% worse compared to HTML pages. Only use PDF for documents that users are likely to print.


This is my rough estimate, based on watching users perform similar tasks on a variety of sites that used either PDF or regular Web pages. Because I have not performed a detailed measurement study of PDF on its own, I can't calculate the precise usability degradation. However, whether the true number is 280% or 320%, one thing is certain: the number is big and reflects significant user suffering in terms of increased task time and more frequent failures.



The issue of users scanning the screen instead of reading all of it's contents is also a factor when deciding to display PDF's.


Nielson also tells how PDF's have also been known to crash user's computers.


usability study - How do users react to a browser request for geolocation?


Is there a study about a user's reaction to a browser request of a geolocation?


What is the percentage of acceptation? In which case? What triggers acceptance and what triggers denial?




flow - advanced settings and default settings in different screens


I have this step by step configuration flow, to help people create an object. 
The idea is to show the required configurations on the surface, and more advanced settings, below this layer - because most of the users will not even know what those configurations will do ( I need to show them because they do exist, even tho they are for ultra-advanced users, let’s say 5% of the users). enter image description here



My question Is about having those advanced settings on a different screen.
Imagine you change some configurations on this panel, and then you go back to the default settings panel and when you try to open the object, something is not working.
 You go through these steps and everything looks fine… but what is messing everything up is an advanced configuration that is hidden behind this first surface.




Can you give me some examples on how to flag, in the default settings screen, that I have advanced configurations set?



Is this a bad way of building this flow?




physical - Why are soft drink bottles round, and milk cartons square?


EDIT: The coke bottle I am referring to in the question is 1.25L.


Why are soft drink bottles round, but milk cartons square?


The milk carton is more utilitarian, being more space efficient, and having a handle for ergonomics. Why then have soft drinks not followed this design?



Is it a matter of aesthetics?


Could it also be to allow the user to drink direct from the bottle more easily?


enter image description here



Answer



Basically, coke with its gaseous nature, exerts more pressure per volume than Milk and to balance it out, round shape fits it well for coke, because round bottles take the pressure evenly, while square bottles get the corners chipped due to uneven pressure.


Thursday, February 16, 2017

choices - How many "related content" options to offer users?


One of the projects I'm working on at the moment involves offering users related content once they've consumed whatever content is on the page. It's a bit like the Amazon-esque "users who liked this also liked" idea, though in fact recommendations will be based on semantic relationships between content rather than on other users' behaviour. You can assume that links to each piece of related content would constitute a thumbnail and a few words of text describing what that content is about.


This is a web-based product for a very broad user base who will come to the site with varying levels of expertise. My concern is that knowledgeable users who know what they want will have no trouble scanning through 10, maybe 20 related content items to find the one they want (i.e. the items that best match what they are interested in), but that someone who isn't very familiar with the domain, and maybe isn't sure what content they should engage with next, might feel quite overwhelmed by 10 or 20 choices and might be better served by maybe 3 to 5 suggestions.


In the interests of serving less expert users well, I'd generally err on the side of including fewer choices, not least because users who are more familiar with the content are probably in a better position to use the Search function if they don't see the related content they want in the initial recommendations. However, I can't assume a very high level of tech-literacy — even users who are more knowledgeable about content on the site may be quite unlikely to think of or use site search, and may in fact just go back to Google and try again with different search terms.



Has anyone encountered this problem before and found a solution that was satisfactory to the vast majority of users? Please don't break out the old 7 +/- 2 here, as that really doesn't apply (for reasons summarised quite well in this comment). I'm talking about visual and semantic overwhelm when given multiple options.



Answer



In this situation, you're correct to reject the 7+/- approach. Really, the answer is that too much choice results in no decision being made.


This is a variety on the Analysis Paralysis.



Analysis Paralysis refers to over-analyzing (or over-thinking) a situation, or citing sources, so that a decision or action is never taken, in effect paralyzing the outcome. A decision can be treated as over-complicated, with too many detailed options, so that a choice is never made, rather than try something and change if a major problem arises.



There have been studies undertaken where offering too many choices not only resulted in less people taking any of the options, but also that when provided with fewer, more relevant options that user satisfaction was greater than when presented with numerous options.


A study from Columbia / Stanford university titled When Choice is Demotivating: Can One Desire Too Much of a Good Thing? found this to be the case (emphasis mine):




Current psychological theory and research affirm the positive affective and motivational consequences of having personal choice. These findings have led to the popular notion that the more choice, the better—that the human ability to manage, and the human desire for, choice is unlimited. Findings from 3 experimental studies starkly challenge this implicit assumption that having more choices is necessarily more intrinsically motivating than having fewer. These experiments, which were conducted in both field and laboratory settings, show that people are more likely to purchase gourmet jams or chocolates or to undertake optional class essay assignments when offered a limited array of 6 choices rather than a more extensive array of 24 or 30 choices. Moreover, participants actually reported greater subsequent satisfaction with their selections and wrote better essays when their original set of options had been limited. Implications for future research are discussed.



Source: http://www.columbia.edu/~ss957/articles/Choice_is_Demotivating.pdf


Wikipedia also has a useful article on The Paradox of Choice, a book by psychologist Barry Schwartz.



Autonomy and Freedom of choice are critical to our well being, and choice is critical to freedom and autonomy. Nonetheless, though modern Americans have more choice than any group of people ever has before, and thus, presumably, more freedom and autonomy, we don't seem to be benefiting from it psychologically.


—quoted from Ch.5, The Paradox of Choice, 2004



Finally, hooking this all back to User Experience in web design, UXMyths have a good article on this, in particular the reference to Hick's Law is of note here.




Myth #12: More choices and features result in higher satisfaction


Hick’s law states that the time it takes to make a decision increases with the number and complexity of choices. And as the decision time increases, the user experience suffers.



So there you go. Offer fewer, more appropriate options rather than a huge swathe of suggestions if you want people to pay attention and appreciate the options. There is no magic number really.


Practical Use of Copulas and Sample Generation


I'm currently studying Copulas. However, i did not understand something. The very basic phases of Copula fitting is as follows i assume;



  1. Model each samples distribution with a parametric(or non-parametric) pdf.

  2. By using(or assuming) the model CDF, convert each RV to the [0,1] range.

  3. Fit a parametric copula to the converted RVs.


However, on the 4th step, all the examples on the Internet evaluates a regeneration phase from the fitted Copula. They basically sample new values from copula function and by using Inverse-CDF, they obtain real values in the domain of each original marginals.



What i do not understand is what is the practical reason for re-sampling phase? I already have some observations and by fitting a copula i can say that either "these two distributions are dependent and this(copula) is the model of their dependency" or "they seem to be independent (could not find any suitable copula)". However, what is the reason for re-generating some non-observed values as they are actually observed ? Where should I use these "synthetic" values in real life ?




technique - How credible is wikipedia?

I understand that this question relates more to wikipedia than it does writing but... If I was going to use wikipedia for a source for a res...